UK economic measurement, after the Stanford Digital Economy Lab
UK AI Economic Indicators
Is AI being adopted, changing the wider economy, and reshaping who gets hired in the UK? Three tracks, each built from public UK data. Pick one to begin.
01
Adoption
How far AI use has spread across UK firms and people, and whether the public expects to gain from it.
54%
of UK adults have used an AI tool, up from 31% in 2023
View the adoption track →
02
Transformation
Whether AI is yet visible in the wider economy as fast, capital-led growth, across nine macro indicators.
1 / 9
indicators show strong evidence of takeoff; the rest are mild or neutral
View the transformation track →
03
Labour market
Whether AI is changing who gets hired, starting with young workers in the most exposed jobs. After Stanford's ‘canaries’ study.
-28%
hiring of under-30s into the most AI-exposed jobs, since late 2022
View the labour-market track →